Yayınlar & Eserler

Yayın Ağı
Makaleler 10
Tümü (10)
SCI-E, SSCI, AHCI (3)
SCI-E, SSCI, AHCI, ESCI (3)
Scopus (5)
TRDizin (1)
Diğer Yayınlar (5)

1. Automated thematic dictionary creation using the web based on WordNet, Spacy, and Simhash

Toprak A., Turan M.
Data and Information Management , cilt.9, sa.3, 2025 (Scopus) identifier

2. Enhanced automatic abstractive document summarization using transformers and sentence grouping

Toprak A., TURAN M.
Journal of Supercomputing , cilt.81, sa.4, 2025 (SCI-Expanded, Scopus) identifier

3. Transformer-Based Approach for Automatic Semantic Financial Document Verification

Toprak A., TURAN M.
IEEE Access , cilt.12, ss.184327-184349, 2024 (SCI-Expanded, Scopus) identifier

4. Enhanced Named Entity Recognition algorithm for financial document verification

Toprak A., TURAN M.
Journal of Supercomputing , cilt.79, sa.17, ss.19431-19451, 2023 (SCI-Expanded, Scopus) identifier

5. Deep Learning Based Chatbot Adapted to the Electronic Funds Transfer Process of Turkish Banking

Toprak A.
International Journal of Intelligent Systems and Applications in Engineering , cilt.11, sa.1, ss.356-362, 2023 (Scopus, TRDizin)

6. Helmholtz-Based Automatic Document Summarization

Toprak A.
Veri Bilimi , cilt.5, sa.1, ss.13-25, 2022 (Hakemli Dergi)

7. The Effect of Asynchronous Message Queues on the Communication of IoT Devices

Toprak A.
Veri Bilimi , cilt.4, sa.3, ss.44-53, 2021 (Hakemli Dergi)

8. Dağıtık Mesajlaşma Altyapısı Kullanılarak Büyük Boyutlu Verilerin Gerçek Zamanlı Olarak İşlenmesi

Toprak A.
Veri Bilimi , cilt.4, sa.1, ss.45-52, 2021 (Hakemli Dergi)

9. Benchmark Effect of Web Search Engines on Text Mining

Toprak A.
Veri Bilimi , cilt.4, sa.1, ss.84-92, 2021 (Hakemli Dergi)

10. KONUYA ÖZEL WEB KAYNAKLI İNGİLİZCE OTOMATİK SÖZLÜK OLUŞTURMA

Toprak A.
İstanbul Ticaret Üniversitesi Teknoloji ve Uygulamalı Bilimler Dergisi , cilt.2, sa.1, ss.13-21, 2019 (Hakemli Dergi)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 21

1. Performance Analysis of Rule-Based, CRF, BiLSTM-CRF, and BERT Models for Named Entity Recognition

Toprak A.
International Conference of Innovative ComputerEngineering (ICE 2025), Ankara, Türkiye, 06 Kasım 2025, ss.22-30, (Tam Metin Bildiri)

2. Transformer-based Approaches To Turkish Spell Checking

Toprak A.
7th International Congress On Engineering And Sciences, İstanbul, Türkiye, 27 - 28 Eylül 2025, ss.22-27, (Tam Metin Bildiri)

3. Rancher and OpenShift: A Comparative Study of Performance in Container Orchestration Environments

Toprak A.
5th International Congress of Engineering and Natural Sciences Studies (ICENSS-2025), Ankara, Türkiye, 24 - 25 Mayıs 2025, ss.785-795, (Tam Metin Bildiri)

4. JWT, SAML, OAuth 2.0, and OpenID Connect: A Comparative Study on Authentication and Authorization Technologies

Toprak A.
5th International Congress on Multidisciplinary Natural Sciences (ICENSS 2025), Ankara, Türkiye, 24 - 25 Mayıs 2025, ss.812-821, (Tam Metin Bildiri)

5. Majority-Based Automatic Multi-Document Summarization

Toprak A.
5th International Congress on Multidisciplinary Natural Sciences (ICENSS 2025), Ankara, Türkiye, 24 - 25 Mayıs 2025, ss.822-845, (Tam Metin Bildiri)

6. Improving and Optimizing React Web Applications: Strategies and Techniques

Toprak A.
5th International Congress of Engineering and Natural Sciences Studies (ICENSS-2025), Ankara, Türkiye, 24 - 25 Mayıs 2025, ss.796-811, (Tam Metin Bildiri)

7. Named Entity Recognition Based Approach for Automatic Turkish Financial Document Verification

Toprak A., Turan M.
10th International Conference on Computer Science and Engineering, UBMK 2025, İstanbul, Türkiye, 17 - 21 Eylül 2025, ss.315-320, (Tam Metin Bildiri) identifier

8. A Comparative Study of PMI and its Variants for Meaningful Word Selection

Toprak A., Toprak F. S.
2025 Innovations in Intelligent Systems and Applications Conference, ASYU 2025, Bursa, Türkiye, 10 - 12 Eylül 2025, (Tam Metin Bildiri) identifier

9. A Swift Survey about Semantic Analysis in Document Verification Doküman Doǧrulamada Anlamsal Analiz Üzerine Bir Bakiş

Toprak A., Muhendisligi B.
2024 Electrical, Electronics and Biomedical Engineering Conference at 15th National Conference on Electrical and Electronics Engineering, ELECO 2024, Bursa, Türkiye, 28 - 30 Kasım 2024, (Tam Metin Bildiri) identifier

10. Automatic Pneumonia Detection Using Convolutional Neural Networks from Chest X-ray Images During COVID-19

Toprak A.
5th International Conference on Data Science and Applications (ICONDATA’22), Muğla, Türkiye, 7 - 11 Eylül 2022, ss.326-334, (Tam Metin Bildiri)

11. A Review on Classification of Tissues Using Convolutional Neural Networks

Toprak A.
4 th International Conference on Data Science and Applications (ICONDATA’21), Muğla, Türkiye, 4 - 06 Haziran 2021, ss.459-463, (Tam Metin Bildiri)

12. Prediction of Benign and Malignant of Cancer Using Convolutional Neural Networks Based Approach

Toprak A.
4 th International Conference on Data Science and Applications (ICONDATA’21), Muğla, Türkiye, 4 - 06 Haziran 2021, ss.434-441, (Tam Metin Bildiri)

13. An Approach to Detecting Cyber Security Vulnerabilities of Web Applications with OWASP Top 10 Principles

Toprak A.
International Congress of Engineering and Natural Sciences Studies, Ankara, Türkiye, 7 - 09 Mayıs 2021, ss.72-83, (Tam Metin Bildiri)

14. A Comparative Analysis on the Usage of MQTT Protocol in IoT Devices

Toprak A.
International Congress of Engineering and Natural Sciences Studies, Ankara, Türkiye, 7 - 09 Mayıs 2021, ss.84-97, (Tam Metin Bildiri)

15. Generalized Cost Effective Automatic Dictionary Creation Using the Big Data on the Web

Toprak A.
International Conference on Advanced Technologies, Computer Engineering and Science (ICATCES 2020), Karabük, Türkiye, 3 - 05 Haziran 2020, ss.14-34, (Tam Metin Bildiri)

16. The Positive Effect of PMI on the Selection of Meaningful Words

Toprak A., TURAN M.
11th International Conference on Electrical and Electronics Engineering, ELECO 2019, Bursa, Türkiye, 28 - 30 Kasım 2019, ss.911-915, (Tam Metin Bildiri) identifier

17. Otomatik Yazılım Teslimatı Platformu

Toprak A.
2nd International Conference on Data Science and Applications (ICONDATA’19), Balıkesir, Türkiye, 3 - 06 Ekim 2019, ss.143-150, (Tam Metin Bildiri)

18. Transformation of Version Control Systems in Corporate Companies

Toprak A.
2nd International Conference on Data Science and Applications (ICONDATA’19), Balıkesir, Türkiye, 3 - 06 Ekim 2019, ss.151-157, (Tam Metin Bildiri)

19. English Automatic Dictionary Creation with Natural Language Processing Doǧal Dil Işleme Ile Ingilizce Otomatik Sözlök Oluşturma

Toprak A., TURAN M.
2019 Innovations in Intelligent Systems and Applications Conference, ASYU 2019, İzmir, Türkiye, 31 Ekim - 02 Kasım 2019, (Tam Metin Bildiri) identifier

20. Kurumsal Şirketlerde DevOps Süreçlerinin Zorlukları

Toprak A.
Akademik Bilişim Konferansı 2019, Ordu, Türkiye, 13 - 15 Şubat 2019, ss.48-54, (Tam Metin Bildiri)

21. The Effect Of Gamification in Information Technologies Projects

Toprak A.
2018 3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosna-Hersek, 20 - 23 Eylül 2018, ss.36-40, (Tam Metin Bildiri)
Kitaplar 5

1. Ai-Enhanced BPM Systems: A Comprehensive Review of Tools, Architectures, and Challenges

Toprak A.
Data Analysis by Using Machine Learning Methods, Prof. Dr. Eyyüp GÜLBANDILAR, Editör, BİDGE Yayınları, Ankara, ss.93-113, 2026

2. A Comprehensive Review of Digital Asset Custody: Technologies, Security Models, and Regulatory Challenges

Toprak A.
Data Analysis by Using Machine Learning Methods, Prof. Dr. Eyyüp GÜLBANDILAR, Editör, BİDGE Yayınları, Ankara, ss.114-135, 2026

3. Comparative Performance Evaluation of Modern Cache Solutions: An Experimental Study

Toprak A.
Foundations and Advances in Artificial Intelligence: Theory, Systems, Security And Educational Applications-1, Prof. Dr. Eyyüp GÜLBANDILAR, Editör, BİDGE Yayınları, Ankara, ss.51-64, 2025

4. A Historical Overview of Language Model Development: From Statistical Models to Transformers

Toprak A.
AI-DRIVEN DIGITAL ECOSYSTEMS: FROM GENETICS TO IOT FOR A SECURE AND SUSTAINABLE FUTURE, Prof. Dr. Eyyüp GÜLBANDILAR, Editör, BİDGE Yayınları, Ankara, ss.220-231, 2025

5. A Comparative Analysis of Helmholtz Principle in Extractive AutomaticDocument Summarization

Toprak A.
Current Debates on Natural and Engineering Sciences 3, Hikmet Y. ÇOĞUN,Zeynel KARACAGİL, Editör, BİDGE Yayınları, Ankara, ss.6-17, 2022
Metrikler

Yayın

36

Yayın (WoS)

3

Yayın (Scopus)

10

Atıf (Scopus)

29

H-İndeks (Scopus)

3

Atıf (Scholar)

49

H-İndeks (Scholar)

5

Açık Erişim

2